The adaptive classifier is a text classification model that supports continuous learning and dynamic addition of categories. It is built based on the ModernBERT-base architecture and can adapt to new categories and examples without retraining.

Natural Language ProcessingSafetensorsOther

The Adaptive Classifier is a text classification model that supports continuous learning and dynamic addition of categories. It is built on ModernBERT-base and can adapt to new categories and data without retraining.

Natural Language ProcessingSafetensorsOther

OpenBioNER is a lightweight BERT model specifically designed for open-domain biomedical named entity recognition (NER). It can identify unseen entity types using only natural language descriptions of target entity types, without requiring retraining.

Natural Language ProcessingPytorchEnglish

Urdu TTS model fine-tuned from microsoft/speecht5_tts with small training dataset (4,200 sentences). Commercial use requires retraining.

Audio ProcessingTransformersOther

BK-SDM-v2 is an efficient text-to-image synthesis model obtained by compressing SD-v2.1-base. It uses the block removal knowledge distillation technique to achieve effective distillation and retraining with limited data, providing a more lightweight solution for image generation.

Computer VisionDiffusers

TiC-CLIP is a continually trained vision-language model that maintains synchronization with the latest data through temporally continuous training, avoiding the high costs of frequent retraining.

Mistral-7B-Instruct-v0.2 is an instruction-finetuned large language model improved from Mistral-7B-Instruct-v0.1, compressed to 2% sparsity using Wanda pruning method while maintaining competitive performance without retraining.

Natural Language ProcessingTransformers

Mistral-7B-Instruct-v0.2 is an enhanced instruction fine-tuned large language model based on Mistral-7B-Instruct-v0.1, achieving 30% sparsity through Wanda pruning method without requiring retraining while maintaining competitive performance.

Natural Language ProcessingTransformers

This model is an Italian-adapted version based on OpenAI's small GPT-2 model (gpt2), optimized for Italian text generation tasks through retraining word embeddings and fine-tuning the full model.

Natural Language ProcessingJaxOther

A Dutch-specific model developed based on OpenAI's small GPT-2 model, optimized for Dutch language processing by retraining the word embedding layer and fine-tuning

Natural Language ProcessingJaxOther